Kevin M. Koch

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Supervised Learning

Diagnostic Imaging

Top Venues

Int. J. Biomed. Imaging

Publications

Andrew S. Nencka, Lutfi Tugan Muftuler, Peter S. LaViolette, Kevin M. Koch
On Functional Activations in Deep Neural Networks. CoRR (2023)
El-Sayed H. Ibrahim, Luba Frank, Dhiraj Baruah, Volkan Emre Arpinar, Andrew S. Nencka, Kevin M. Koch, Lutfi Tugan Muftuler, Orhan Unal, Jadranka Stojanovska, Jason C. Rubenstein, Sherry-Ann Brown, John Charlson, Elizabeth M. Gore, Carmen Bergom
Value CMR: Towards a Comprehensive, Rapid, Cost-Effective Cardiovascular Magnetic Resonance Imaging. Int. J. Biomed. Imaging 2021 (2021)
Andrew S. Nencka, Mohammad Sherafati, Timothy Goebel, Parag Tolat, Kevin M. Koch
Deep-learning based Tools for Automated Protocol Definition of Advanced Diagnostic Imaging Exams. CoRR (2021)
Juan Liu, Kevin M. Koch
Model-Based Learning for Quantitative Susceptibility Mapping. MLMIR@MICCAI (2020)
Juan Liu, Kevin M. Koch
Weakly-supervised Learning for Single-step Quantitative Susceptibility Mapping. CoRR (2020)
Juan Liu, Kevin M. Koch
Weakly-Supervised Learning for Single-Step Quantitative Susceptibility Mapping. MLMIR@MICCAI (2020)
Juan Liu, Kevin M. Koch
Deep Gated Convolutional Neural Network for QSM Background Field Removal. MICCAI (3) (2019)
Juan Liu, Kevin M. Koch
MRI Tissue Magnetism Quantification through Total Field Inversion with Deep Neural Networks. CoRR (2019)
Juan Liu, Kevin M. Koch
Non-locally Encoder-Decoder Convolutional Network for Whole Brain QSM Inversion. CoRR (2019)